Paper Citation Record · LEDGER

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets

As of 20 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2604.06688.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.06688 v3

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T16:41:21.224659Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:14:12.735232Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 3e56ce22-ecee-41a4-92e5-3561f0952ecd · outbound

This paper cites an unresolved cited work.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.224659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa78a347-2eef-4411-bc84-21224b4d8b84 · outbound

This paper cites Robert Axelrod.The Evolution of Cooperation.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Robert Axelrod.The Evolution of Cooperation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.147842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a8fedc7-cff9-40c9-94b0-c5ce776749cd · outbound

This paper cites Mechanism design for large language models.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Mechanism design for large language models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.154037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f10b720-79e4-4cb9-89f7-e0a616e395a3 · outbound

This paper cites Agam Goyal, Olivia Pal, Hari Sundaram, Eshwar Chandrasekharan, and Koustuv Saha.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Agam Goyal, Olivia Pal, Hari Sundaram, Eshwar Chandrasekharan, and Koustuv Saha

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.159792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99b23c3d-2ffa-47c4-9c9e-f4b1f6cd9ffe · outbound

This paper cites an unresolved cited work.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.208838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a4275d3-bcaf-464e-84d8-906fbbdb4608 · outbound

This paper cites Blake LeBaron.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Blake LeBaron

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.170779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9d258a4-4221-4e17-bca5-ed16b6e25b80 · outbound

This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.174041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ed38a3-5fdb-4dbe-a8da-5ae0fce6f2ce · outbound

This paper cites Strategic collusion of LLM agents: Market division in multi-commodity competitions.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Strategic collusion of LLM agents: Market division in multi-commodity competitions

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.176835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2121edd-b7c2-4316-aeb9-a05970769c65 · outbound

This paper cites AgenticPay: A multi-agent LLM negotiation system for buyer–seller transactions.arXiv preprint arXiv:2602.06008, 2026a.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets AgenticPay: A multi-agent LLM negotiation system for buyer–seller transactions.arXiv preprint arXiv:2602.06008, 2026a

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.179507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5a1b22d-1751-43ab-8e73-c1c45b4c0302 · outbound

This paper cites Xuan Liu, HaoYang Shang, and Haojian Jin.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Xuan Liu, HaoYang Shang, and Haojian Jin

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.181934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c513b85a-406c-4fda-8afa-3e00c73989bc · outbound

This paper cites Myle Ott, Yejin Choi, Claire Cardie, and Jeffrey T Hancock.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Myle Ott, Yejin Choi, Claire Cardie, and Jeffrey T Hancock

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.184498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c95c3d4-2a16-4e7d-9a93-381e04ea291a · outbound

This paper cites Strategic Intelligence in Large Language Models: Evidence from evolutionary Game Theory.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Strategic Intelligence in Large Language Models: Evidence from evolutionary Game Theory

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.186904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2586950a-9958-451e-be12-4c533cf7c892 · outbound

This paper cites Alvin E Roth.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Alvin E Roth

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.189675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 789bc3d4-432a-46c7-a24b-150a2757aabe · outbound

This paper cites Advancing AI negotiations: New theory and evidence from a large-scale autonomous negotiation competition.arXiv preprint arXiv:2503.06416,.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Advancing AI negotiations: New theory and evidence from a large-scale autonomous negotiation competition.arXiv preprint arXiv:2503.06416,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.195326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 356c2ddf-c7f7-4427-b6cf-894c45ba390e · outbound

This paper cites Beyond numeric rewards: In-context dueling bandits with LLM agents.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Beyond numeric rewards: In-context dueling bandits with LLM agents

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.203018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27996c49-d0f8-43b3-a432-7050810ecf85 · outbound

This paper cites The automated but risky game: Modeling agent-to-agent negotiations and transactions in consumer markets.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets The automated but risky game: Modeling agent-to-agent negotiations and transactions in consumer markets

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.206132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a295acd1-0a62-4d3f-b352-8a69cc3f0334 · outbound

This paper cites an unresolved cited work.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.211349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5014dce2-3849-4f91-8e8e-64c150ad23cd · outbound

This paper cites cex i can be smaller or larger than cj ref depending on tier choice; it is scaled by µ in the posted contract.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets cex i can be smaller or larger than cj ref depending on tier choice; it is scaled by µ in the posted contract

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.213899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8568ef2e-a295-4297-a384-5e66c45b17d4 · outbound

This paper cites Language models as agent models.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Language models as agent models

Reference 1978

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.067171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20d2f43-9519-4a88-99e7-36f6e2ca13a3 · outbound

This paper cites Large language models as simulated economic agents: What can we learn from homo silicus?arXiv preprint arXiv:2301.07543,.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Large language models as simulated economic agents: What can we learn from homo silicus?arXiv preprint arXiv:2301.07543,

Reference 1979

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.165648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f15fcdb-1ec0-4dfe-a03b-d85117d531aa · outbound

This paper cites Concretely, every K= 6 rounds, all agents are ranked by wealth.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Concretely, every K= 6 rounds, all agents are ranked by wealth

Reference 1984

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.216864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a5da571-fe47-4a98-bd5b-8b640332b1f7 · outbound

This paper cites Reasoning or reciting? Exploring the capabilities and limitations of language models through counterfactual tasks.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Reasoning or reciting? Exploring the capabilities and limitations of language models through counterfactual tasks

Reference 1985

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.200519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1159ae3a-6dca-4e3b-9857-ceec9feaae7e · outbound

This paper cites An Economy of AI Agents.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets An Economy of AI Agents

Reference 1992

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.162386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5087178b-1d42-4b69-a5df-0868a317a9d1 · outbound

This paper cites Collaborating Action by Action: A Multi-agent LLM Framework for Embodied Reasoning.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Collaborating Action by Action: A Multi-agent LLM Framework for Embodied Reasoning

Reference 1997

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.197748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0fc3631-79cd-4911-8230-fdf42691a606 · outbound

This paper cites an unresolved cited work.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Unresolved cited work

Reference 1998

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.219450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18616dcd-85c6-4053-a051-891ba82d219d · outbound

This paper cites Virtual Agent Economies.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Virtual Agent Economies

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.192195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ce03a7-8bba-4e24-a5cb-a8f74e060b7c · outbound

This paper cites A cooldown of −5% per successful match prevents persistent inflation.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets A cooldown of −5% per successful match prevents persistent inflation

Reference 2006

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.222052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c981445-09b5-4785-acf5-cbfa24c8f358 · outbound

This paper cites Alan Chan, Kevin Wei, Sihao Huang, Nitarshan Rajkumar, Elija Perrier, Seth Lazar, Gillian K Hadfield, and Markus Anderljung.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Alan Chan, Kevin Wei, Sihao Huang, Nitarshan Rajkumar, Elija Perrier, Seth Lazar, Gillian K Hadfield, and Markus Anderljung

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.151080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8224f53-9598-4749-b3a7-7cc95427a601 · outbound

This paper cites Sayash Kapoor, Noam Kolt, and Seth Lazar.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Sayash Kapoor, Noam Kolt, and Seth Lazar

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.168140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 380a51a2-4a15-4142-9374-ab3c9c51d408 · outbound

This paper cites Modular pluralism: Pluralistic alignment via multi-LLM collaboration.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets Modular pluralism: Pluralistic alignment via multi-LLM collaboration

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.157076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540e755c-954d-4407-94f0-902bc23bfb1b · outbound

This paper cites George A Akerlof.

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets George A Akerlof

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T16:41:21.000407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d3fb842b-2e51-4b62-87df-465f83561bb6 · inbound

When Shippers Become Algorithms: Candidate Exposure, Information Design, and the Concentration of LLM-Mediated Freight Markets cites this paper.

When Shippers Become Algorithms: Candidate Exposure, Information Design, and the Concentration of LLM-Mediated Freight Markets Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-01T11:19:03.468392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.